Kentucky appears to have it easy under the Obama administration's new climate rules unveiled Monday, with an 18.3% cut in carbon-dioxide emissions required by 2030. Washington state, by contrast, must cut its emissions by 72%.

But Kentucky's goal will be anything but easy, said John Lyons, the state's assistant secretary for climate policy. Burning coal produces more carbon dioxide than oil and natural gas, and Kentucky gets 93% of...